Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	91.6 MiB
Average record size in memory	96.0 B

Variable types

Numeric	9
Categorical	2

Alerts

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`400kmDensity` is highly overall correlated with `SYM/H_INDEX_nT` and 5 other fields	High correlation
`SYM/H_INDEX_nT` is highly overall correlated with `400kmDensity`	High correlation
`1-M_AE_nT` is highly overall correlated with `SYM/H_INDEX_nT`	High correlation
`DAILY_SUNSPOT_NO_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`DAILY_F10.7_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`SOLAR_LYMAN-ALPHA_W/m^2` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`mg_index (core to wing ratio (unitless))` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`irradiance (W/m^2/nm)` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`storm` is highly overall correlated with `storm phase`	High correlation
`storm phase` is highly overall correlated with `storm`	High correlation
`SYM/H_INDEX_nT` has 26867 (2.7%) zeros	Zeros
`DAILY_SUNSPOT_NO_` has 241799 (24.2%) zeros	Zeros
`d_diff` has 15609 (1.6%) zeros	Zeros

Reproduction

Analysis started	2023-02-24 21:26:56.000978
Analysis finished	2023-02-24 21:27:50.457400
Duration	54.46 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

400kmDensity
Real number (ℝ)

Distinct	944165
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4843981 × 10^-12

Minimum	4.683731 × 10^-16
Maximum	2.63181 × 10^-11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	4.683731 × 10^-16
5-th percentile	2.034924 × 10^-13
Q1	4.9719968 × 10^-13
median	9.6346285 × 10^-13
Q3	1.931875 × 10^-12
95-th percentile	4.6191106 × 10^-12
Maximum	2.63181 × 10^-11
Range	2.6317632 × 10^-11
Interquartile range (IQR)	1.4346753 × 10^-12

Descriptive statistics

Standard deviation	1.4695661 × 10^-12
Coefficient of variation (CV)	0.9900081
Kurtosis	0
Mean	1.4843981 × 10^-12
Median Absolute Deviation (MAD)	5.7707505 × 10^-13
Skewness	0
Sum	1.4843981 × 10^-6
Variance	2.1596246 × 10^-24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.12497 × 10^-12	5	< 0.1%
1.398329 × 10^-12	5	< 0.1%
1.000263 × 10^-12	5	< 0.1%
1.347624 × 10^-12	5	< 0.1%
1.149195 × 10^-12	5	< 0.1%
1.31223 × 10^-12	5	< 0.1%
1.073999 × 10^-12	5	< 0.1%
1.062096 × 10^-12	5	< 0.1%
1.207641 × 10^-12	5	< 0.1%
1.3132 × 10^-12	5	< 0.1%
Other values (944155)	999950	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.683731 × 10^-16	1	< 0.1%
4.738029 × 10^-16	1	< 0.1%
5.77655 × 10^-16	1	< 0.1%
6.499741 × 10^-16	1	< 0.1%
6.652488 × 10^-16	2	< 0.1%
7.823372 × 10^-16	1	< 0.1%
1.02887 × 10^-15	1	< 0.1%
1.189884 × 10^-15	1	< 0.1%
1.367567 × 10^-15	1	< 0.1%
1.503559 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
2.63181 × 10^-11	1	< 0.1%
2.524422 × 10^-11	1	< 0.1%
2.4308 × 10^-11	1	< 0.1%
2.36808 × 10^-11	1	< 0.1%
2.303079 × 10^-11	1	< 0.1%
2.255126 × 10^-11	1	< 0.1%
2.238326 × 10^-11	1	< 0.1%
2.217619 × 10^-11	1	< 0.1%
2.217417 × 10^-11	1	< 0.1%
2.180779 × 10^-11	1	< 0.1%

SYM/H_INDEX_nT
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	511
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-11.418843

Minimum	-486
Maximum	151
Zeros	26867
Zeros (%)	2.7%
Negative	765096
Negative (%)	76.5%
Memory size	15.3 MiB

Quantile statistics

Minimum	-486
5-th percentile	-41
Q1	-18
median	-8
Q3	-1
95-th percentile	9
Maximum	151
Range	637
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	19.003924
Coefficient of variation (CV)	-1.66426
Kurtosis	48.839113
Mean	-11.418843
Median Absolute Deviation (MAD)	8
Skewness	-4.083699
Sum	-11418843
Variance	361.14913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3	35846	3.6%
-4	35103	3.5%
-2	34567	3.5%
-5	34358	3.4%
-7	33921	3.4%
-6	33287	3.3%
-8	33182	3.3%
-1	32500	3.2%
-9	32386	3.2%
-10	30228	3.0%
Other values (501)	664622	66.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-486	1	< 0.1%
-482	1	< 0.1%
-480	1	< 0.1%
-479	1	< 0.1%
-473	1	< 0.1%
-471	1	< 0.1%
-468	1	< 0.1%
-466	1	< 0.1%
-465	1	< 0.1%
-461	2	< 0.1%

Value	Count	Frequency (%)
151	1	< 0.1%
143	1	< 0.1%
134	1	< 0.1%
127	1	< 0.1%
115	1	< 0.1%
111	1	< 0.1%
110	1	< 0.1%
108	1	< 0.1%
106	1	< 0.1%
103	1	< 0.1%

1-M_AE_nT
Real number (ℝ)

Distinct	2100
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176.47598

Minimum	1
Maximum	3680
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	1
5-th percentile	15
Q1	39
median	88
Q3	236
95-th percentile	620
Maximum	3680
Range	3679
Interquartile range (IQR)	197

Descriptive statistics

Standard deviation	214.26228
Coefficient of variation (CV)	1.2141158
Kurtosis	9.7629609
Mean	176.47598
Median Absolute Deviation (MAD)	62
Skewness	2.4973977
Sum	1.7647598 × 10⁸
Variance	45908.326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	9092	0.9%
34	8958	0.9%
36	8942	0.9%
35	8925	0.9%
27	8892	0.9%
31	8880	0.9%
33	8877	0.9%
32	8859	0.9%
37	8822	0.9%
26	8791	0.9%
Other values (2090)	910962	91.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	26	< 0.1%
2	200	< 0.1%
3	537	0.1%
4	1180	0.1%
5	1860	0.2%
6	2738	0.3%
7	3358	0.3%
8	3996	0.4%
9	4564	0.5%
10	5093	0.5%

Value	Count	Frequency (%)
3680	1	< 0.1%
3642	1	< 0.1%
3632	1	< 0.1%
3560	1	< 0.1%
3549	1	< 0.1%
3420	1	< 0.1%
3380	1	< 0.1%
3361	1	< 0.1%
3360	1	< 0.1%
3354	1	< 0.1%

DAILY_SUNSPOT_NO_
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	214
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.51765

Minimum	0
Maximum	281
Zeros	241799
Zeros (%)	24.2%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	31
Q3	73
95-th percentile	149
Maximum	281
Range	281
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	50.38335
Coefficient of variation (CV)	1.0603081
Kurtosis	1.4280014
Mean	47.51765
Median Absolute Deviation (MAD)	31
Skewness	1.2957918
Sum	47517650
Variance	2538.4819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	241799	24.2%
13	24294	2.4%
12	23958	2.4%
15	19696	2.0%
14	18350	1.8%
18	14633	1.5%
16	13501	1.4%
26	13351	1.3%
11	11951	1.2%
23	9877	1.0%
Other values (204)	608590	60.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	241799	24.2%
5	625	0.1%
6	1575	0.2%
7	3369	0.3%
8	2755	0.3%
9	4806	0.5%
10	8054	0.8%
11	11951	1.2%
12	23958	2.4%
13	24294	2.4%

Value	Count	Frequency (%)
281	288	< 0.1%
279	294	< 0.1%
270	309	< 0.1%
267	271	< 0.1%
263	285	< 0.1%
252	296	< 0.1%
250	565	0.1%
248	618	0.1%
247	649	0.1%
239	293	< 0.1%

DAILY_F10.7_
Real number (ℝ)

Distinct	927
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	97.638715

Minimum	65.1
Maximum	999.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	65.1
5-th percentile	67.5
Q1	71.5
median	85.2
Q3	111.1
95-th percentile	158
Maximum	999.9
Range	934.8
Interquartile range (IQR)	39.6

Descriptive statistics

Standard deviation	54.592442
Coefficient of variation (CV)	0.559127
Kurtosis	184.60353
Mean	97.638715
Median Absolute Deviation (MAD)	15.6
Skewness	11.559653
Sum	97638715
Variance	2980.3347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69.3	8067	0.8%
68	7585	0.8%
69.5	7226	0.7%
68.8	7077	0.7%
69.8	7074	0.7%
67.4	6458	0.6%
67.8	6306	0.6%
70.3	6174	0.6%
68.2	6141	0.6%
70.5	6134	0.6%
Other values (917)	931758	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.1	315	< 0.1%
65.2	293	< 0.1%
65.5	305	< 0.1%
65.6	311	< 0.1%
65.8	607	0.1%
65.9	618	0.1%
66	959	0.1%
66.1	890	0.1%
66.2	2418	0.2%
66.3	2089	0.2%

Value	Count	Frequency (%)
999.9	2507	0.3%
275.4	288	< 0.1%
270.9	331	< 0.1%
267.6	277	< 0.1%
254	324	< 0.1%
246.9	309	< 0.1%
245.2	293	< 0.1%
242.6	299	< 0.1%
240.6	303	< 0.1%
232.8	269	< 0.1%

SOLAR_LYMAN-ALPHA_W/m^2
Real number (ℝ)

Distinct	1687
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0068248357

Minimum	0.00588
Maximum	0.009751
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.00588
5-th percentile	0.005983
Q1	0.006174
median	0.006577
Q3	0.007318
95-th percentile	0.008347
Maximum	0.009751
Range	0.003871
Interquartile range (IQR)	0.001144

Descriptive statistics

Standard deviation	0.000778208
Coefficient of variation (CV)	0.11402589
Kurtosis	0.39401568
Mean	0.0068248357
Median Absolute Deviation (MAD)	0.000513
Skewness	0.98620879
Sum	6824.8357
Variance	6.0560769 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00602	3133	0.3%
0.006027	3127	0.3%
0.005978	2786	0.3%
0.005991	2779	0.3%
0.006047	2715	0.3%
0.005961	2499	0.2%
0.006	2482	0.2%
0.006019	2481	0.2%
0.006071	2480	0.2%
0.006006	2473	0.2%
Other values (1677)	973045	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00588	270	< 0.1%
0.005897	293	< 0.1%
0.005898	325	< 0.1%
0.005904	317	< 0.1%
0.005907	624	0.1%
0.005908	300	< 0.1%
0.005909	322	< 0.1%
0.00591	911	0.1%
0.005912	295	< 0.1%
0.005913	318	< 0.1%

Value	Count	Frequency (%)
0.009751	269	< 0.1%
0.00974	299	< 0.1%
0.00972	314	< 0.1%
0.009662	309	< 0.1%
0.009581	320	< 0.1%
0.009577	288	< 0.1%
0.009555	316	< 0.1%
0.00954	331	< 0.1%
0.009511	333	< 0.1%
0.009483	285	< 0.1%

mg_index (core to wing ratio (unitless))
Real number (ℝ)

Distinct	2312
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26856323

Minimum	0.26295999
Maximum	0.28494
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.26295999
5-th percentile	0.26374638
Q1	0.26470664
median	0.267036
Q3	0.27149001
95-th percentile	0.27770001
Maximum	0.28494
Range	0.02198001
Interquartile range (IQR)	0.00678337

Descriptive statistics

Standard deviation	0.0045693352
Coefficient of variation (CV)	0.017014001
Kurtosis	0.15074743
Mean	0.26856323
Median Absolute Deviation (MAD)	0.00271005
Skewness	0.9729111
Sum	268563.23
Variance	2.0878824 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.26708001	2792	0.3%
0.26403001	2479	0.2%
0.26418999	2466	0.2%
0.26475999	2167	0.2%
0.26532999	2143	0.2%
0.26469001	2133	0.2%
0.26363	1930	0.2%
0.26451999	1887	0.2%
0.26370001	1860	0.2%
0.26482001	1831	0.2%
Other values (2302)	978312	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.26295999	338	< 0.1%
0.26299	294	< 0.1%
0.26300001	291	< 0.1%
0.26304999	314	< 0.1%
0.26306999	311	< 0.1%
0.26308	296	< 0.1%
0.26309001	322	< 0.1%
0.26311001	310	< 0.1%
0.26312	295	< 0.1%
0.26313001	630	0.1%

Value	Count	Frequency (%)
0.28494	299	< 0.1%
0.28485999	269	< 0.1%
0.28428999	309	< 0.1%
0.28426999	314	< 0.1%
0.2841	288	< 0.1%
0.28386	316	< 0.1%
0.28376999	331	< 0.1%
0.28373272	307	< 0.1%
0.28373	295	< 0.1%
0.28360999	335	< 0.1%

irradiance (W/m^2/nm)
Real number (ℝ)

Distinct	3233
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0055147674

Minimum	0.0048730583
Maximum	0.0073493496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.0048730583
5-th percentile	0.0049231751
Q1	0.0050500929
median	0.0053276089
Q3	0.005854608
95-th percentile	0.006616591
Maximum	0.0073493496
Range	0.0024762913
Interquartile range (IQR)	0.00080451509

Descriptive statistics

Standard deviation	0.00054606932
Coefficient of variation (CV)	0.099019466
Kurtosis	0.12758826
Mean	0.0055147674
Median Absolute Deviation (MAD)	0.00035874778
Skewness	0.92997418
Sum	5514.7674
Variance	2.9819171 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00495163817	943	0.1%
0.00491212029	942	0.1%
0.004914534744	925	0.1%
0.005085965153	655	0.1%
0.005003940314	654	0.1%
0.005974987987	651	0.1%
0.004940411076	649	0.1%
0.00519876834	647	0.1%
0.004899295513	637	0.1%
0.004931729753	637	0.1%
Other values (3223)	992660	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004873058293	292	< 0.1%
0.004877128173	307	< 0.1%
0.004877185915	291	< 0.1%
0.004877588246	315	< 0.1%
0.004881324712	166	< 0.1%
0.004881698173	151	< 0.1%
0.004881755915	325	< 0.1%
0.00488556223	325	< 0.1%
0.004885710776	302	< 0.1%
0.004885739647	299	< 0.1%

Value	Count	Frequency (%)
0.007349349558	266	< 0.1%
0.00734248152	298	< 0.1%
0.007334709167	341	< 0.1%
0.007301890757	302	< 0.1%
0.007268224377	332	< 0.1%
0.007266042288	310	< 0.1%
0.007259562146	306	< 0.1%
0.007257604506	299	< 0.1%
0.007247306872	324	< 0.1%
0.007218547165	320	< 0.1%

storm
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

1	561171
-1	438829

Length

Max length	2
Median length	1
Mean length	1.438829
Min length	1

Characters and Unicode

Total characters	1438829
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	-1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	561171	56.1%
-1	438829	43.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	1000000	69.5%
-	438829	30.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	69.5%
Dash Punctuation	438829	30.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	438829	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1438829	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1000000	69.5%
-	438829	30.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1438829	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1000000	69.5%
-	438829	30.5%

storm phase
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

-1	438829
2	339793
1	221378

Length

Max length	2
Median length	1
Mean length	1.438829
Min length	1

Characters and Unicode

Total characters	1438829
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	-1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
-1	438829	43.9%
2	339793	34.0%
1	221378	22.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	660207	66.0%
2	339793	34.0%

Most occurring characters

Value	Count	Frequency (%)
1	660207	45.9%
-	438829	30.5%
2	339793	23.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	69.5%
Dash Punctuation	438829	30.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	660207	66.0%
2	339793	34.0%

Dash Punctuation

Value	Count	Frequency (%)
-	438829	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1438829	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	660207	45.9%
-	438829	30.5%
2	339793	23.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1438829	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	660207	45.9%
-	438829	30.5%
2	339793	23.6%

d_diff
Real number (ℝ)

Distinct	834454
Distinct (%)	83.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.1026985 × 10^-16

Minimum	-1.1631809 × 10^-11
Maximum	1.00712 × 10^-11
Zeros	15609
Zeros (%)	1.6%
Negative	480785
Negative (%)	48.1%
Memory size	15.3 MiB

Quantile statistics

Minimum	-1.1631809 × 10^-11
5-th percentile	-1.6507727 × 10^-13
Q1	-3.626315 × 10^-14
median	4.299 × 10^-16
Q3	3.7830775 × 10^-14
95-th percentile	1.6050301 × 10^-13
Maximum	1.00712 × 10^-11
Range	2.1703009 × 10^-11
Interquartile range (IQR)	7.4093925 × 10^-14

Descriptive statistics

Standard deviation	1.676714 × 10^-13
Coefficient of variation (CV)	-1520.5552
Kurtosis	0
Mean	-1.1026985 × 10^-16
Median Absolute Deviation (MAD)	3.706725 × 10^-14
Skewness	0
Sum	-1.1026985 × 10^-10
Variance	2.8113697 × 10^-26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15609	1.6%
-1.0598 × 10^-14	10	< 0.1%
4.0388 × 10^-14	10	< 0.1%
-1.361 × 10^-14	9	< 0.1%
-7.93 × 10^-15	9	< 0.1%
2.8602 × 10^-14	9	< 0.1%
7.229 × 10^-15	9	< 0.1%
1.6732 × 10^-14	9	< 0.1%
-1.8985 × 10^-14	9	< 0.1%
-1.9919 × 10^-14	9	< 0.1%
Other values (834444)	984308	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.163180901 × 10^-11	1	< 0.1%
-6.7099063 × 10^-12	1	< 0.1%
-6.6593034 × 10^-12	1	< 0.1%
-6.5239223 × 10^-12	1	< 0.1%
-6.3550716 × 10^-12	1	< 0.1%
-6.35446 × 10^-12	1	< 0.1%
-6.277296 × 10^-12	1	< 0.1%
-6.136109 × 10^-12	1	< 0.1%
-6.02464 × 10^-12	1	< 0.1%
-5.9807251 × 10^-12	1	< 0.1%

Value	Count	Frequency (%)
1.00712 × 10^-11	1	< 0.1%
9.4953338 × 10^-12	1	< 0.1%
8.5252 × 10^-12	1	< 0.1%
7.728122 × 10^-12	1	< 0.1%
7.166516 × 10^-12	1	< 0.1%
7.0179446 × 10^-12	1	< 0.1%
6.6253107 × 10^-12	1	< 0.1%
6.5796192 × 10^-12	1	< 0.1%
6.497051 × 10^-12	1	< 0.1%
6.3993213 × 10^-12	1	< 0.1%

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff	storm	storm phase
400kmDensity	1.000	-0.305	0.391	0.771	0.821	0.849	0.815	0.856	0.048	0.151	0.107
SYM/H_INDEX_nT	-0.305	1.000	-0.529	-0.174	-0.188	-0.203	-0.167	-0.203	-0.004	0.177	0.150
1-M_AE_nT	0.391	-0.529	1.000	0.306	0.324	0.340	0.284	0.348	0.006	0.223	0.161
DAILY_SUNSPOT_NO_	0.771	-0.174	0.306	1.000	0.935	0.906	0.895	0.894	0.007	0.217	0.160
DAILY_F10.7_	0.821	-0.188	0.324	0.935	1.000	0.954	0.938	0.949	0.008	0.063	0.057
SOLAR_LYMAN-ALPHA_W/m^2	0.849	-0.203	0.340	0.906	0.954	1.000	0.951	0.992	0.009	0.233	0.170
mg_index (core to wing ratio (unitless))	0.815	-0.167	0.284	0.895	0.938	0.951	1.000	0.943	0.007	0.198	0.144
irradiance (W/m^2/nm)	0.856	-0.203	0.348	0.894	0.949	0.992	0.943	1.000	0.009	0.248	0.182
d_diff	0.048	-0.004	0.006	0.007	0.008	0.009	0.007	0.009	1.000	0.043	0.030
storm	0.151	0.177	0.223	0.217	0.063	0.233	0.198	0.248	0.043	1.000	1.000
storm phase	0.107	0.150	0.161	0.160	0.057	0.170	0.144	0.182	0.030	1.000	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.347	0.308	0.736	0.436	0.818	0.791	0.827	0.202	0.198	0.056
SYM/H_INDEX_nT	-0.347	1.000	-0.549	-0.186	-0.119	-0.213	-0.181	-0.210	-0.283	-0.338	-0.000
1-M_AE_nT	0.308	-0.549	1.000	0.229	0.132	0.258	0.212	0.266	0.280	0.274	0.003
DAILY_SUNSPOT_NO_	0.736	-0.186	0.229	1.000	0.507	0.904	0.897	0.884	0.187	0.177	-0.001
DAILY_F10.7_	0.436	-0.119	0.132	0.507	1.000	0.524	0.515	0.515	0.133	0.132	0.000
SOLAR_LYMAN-ALPHA_W/m^2	0.818	-0.213	0.258	0.904	0.524	1.000	0.963	0.989	0.212	0.203	-0.001
mg_index (core to wing ratio (unitless))	0.791	-0.181	0.212	0.897	0.515	0.963	1.000	0.949	0.156	0.148	-0.001
irradiance (W/m^2/nm)	0.827	-0.210	0.266	0.884	0.515	0.989	0.949	1.000	0.220	0.209	-0.001
storm	0.202	-0.283	0.280	0.187	0.133	0.212	0.156	0.220	1.000	0.962	-0.002
storm phase	0.198	-0.338	0.274	0.177	0.132	0.203	0.148	0.209	0.962	1.000	-0.002
d_diff	0.056	-0.000	0.003	-0.001	0.000	-0.001	-0.001	-0.001	-0.002	-0.002	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.305	0.391	0.771	0.821	0.849	0.815	0.856	0.266	0.255	0.048
SYM/H_INDEX_nT	-0.305	1.000	-0.529	-0.174	-0.188	-0.203	-0.167	-0.203	-0.330	-0.427	-0.004
1-M_AE_nT	0.391	-0.529	1.000	0.306	0.324	0.340	0.284	0.348	0.318	0.320	0.006
DAILY_SUNSPOT_NO_	0.771	-0.174	0.306	1.000	0.935	0.906	0.895	0.894	0.213	0.189	0.007
DAILY_F10.7_	0.821	-0.188	0.324	0.935	1.000	0.954	0.938	0.949	0.228	0.202	0.008
SOLAR_LYMAN-ALPHA_W/m^2	0.849	-0.203	0.340	0.906	0.954	1.000	0.951	0.992	0.238	0.215	0.009
mg_index (core to wing ratio (unitless))	0.815	-0.167	0.284	0.895	0.938	0.951	1.000	0.943	0.177	0.156	0.007
irradiance (W/m^2/nm)	0.856	-0.203	0.348	0.894	0.949	0.992	0.943	1.000	0.242	0.218	0.009
storm	0.266	-0.330	0.318	0.213	0.228	0.238	0.177	0.242	1.000	0.924	0.001
storm phase	0.255	-0.427	0.320	0.189	0.202	0.215	0.156	0.218	0.924	1.000	0.001
d_diff	0.048	-0.004	0.006	0.007	0.008	0.009	0.007	0.009	0.001	0.001	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.211	0.266	0.576	0.616	0.648	0.607	0.658	0.217	0.197	0.034
SYM/H_INDEX_nT	-0.211	1.000	-0.372	-0.121	-0.128	-0.138	-0.113	-0.138	-0.273	-0.325	-0.003
1-M_AE_nT	0.266	-0.372	1.000	0.211	0.220	0.230	0.190	0.235	0.260	0.247	0.004
DAILY_SUNSPOT_NO_	0.576	-0.121	0.211	1.000	0.790	0.739	0.723	0.721	0.178	0.150	0.005
DAILY_F10.7_	0.616	-0.128	0.220	0.790	1.000	0.810	0.779	0.799	0.187	0.157	0.006
SOLAR_LYMAN-ALPHA_W/m^2	0.648	-0.138	0.230	0.739	0.810	1.000	0.806	0.926	0.194	0.167	0.006
mg_index (core to wing ratio (unitless))	0.607	-0.113	0.190	0.723	0.779	0.806	1.000	0.785	0.144	0.122	0.005
irradiance (W/m^2/nm)	0.658	-0.138	0.235	0.721	0.799	0.926	0.785	1.000	0.198	0.169	0.006
storm	0.217	-0.273	0.260	0.178	0.187	0.194	0.144	0.198	1.000	0.875	0.001
storm phase	0.197	-0.325	0.247	0.150	0.157	0.167	0.122	0.169	0.875	1.000	0.001
d_diff	0.034	-0.003	0.004	0.005	0.006	0.006	0.005	0.006	0.001	0.001	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	0.600	0.287	0.614	0.507	0.681	0.663	0.685	0.197	0.178	0.325
SYM/H_INDEX_nT	0.600	1.000	0.460	0.292	0.267	0.218	0.212	0.221	0.230	0.244	0.119
1-M_AE_nT	0.287	0.460	1.000	0.236	0.138	0.236	0.223	0.237	0.290	0.260	0.089
DAILY_SUNSPOT_NO_	0.614	0.292	0.236	1.000	0.692	0.881	0.858	0.851	0.283	0.259	0.076
DAILY_F10.7_	0.507	0.267	0.138	0.692	1.000	0.663	0.628	0.618	0.095	0.060	0.067
SOLAR_LYMAN-ALPHA_W/m^2	0.681	0.218	0.236	0.881	0.663	1.000	0.954	0.972	0.304	0.273	0.088
mg_index (core to wing ratio (unitless))	0.663	0.212	0.223	0.858	0.628	0.954	1.000	0.924	0.258	0.235	0.077
irradiance (W/m^2/nm)	0.685	0.221	0.237	0.851	0.618	0.972	0.924	1.000	0.323	0.291	0.088
storm	0.197	0.230	0.290	0.283	0.095	0.304	0.258	0.323	1.000	1.000	0.043
storm phase	0.178	0.244	0.260	0.259	0.060	0.273	0.235	0.291	1.000	1.000	0.070
d_diff	0.325	0.119	0.089	0.076	0.067	0.088	0.077	0.088	0.043	0.070	1.000

Heatmap
Table

	storm	storm phase
storm	1.000	1.000
storm phase	1.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
2206632	1.104221e-12	-51.0	257.0	77.0	98.1	0.007060	0.269180	0.005674	1	2	-9.363700e-14
1069344	3.525742e-13	-23.0	78.0	16.0	72.6	0.006388	0.264520	0.005207	1	2	2.512110e-14
4416014	8.036335e-13	4.0	27.0	33.0	86.3	0.006645	0.267500	0.005432	-1	-1	2.999230e-14
1833933	3.256402e-13	-10.0	238.0	11.0	67.4	0.006102	0.264414	0.005023	1	2	1.834770e-14
3764260	1.981406e-12	-34.0	522.0	65.0	116.6	0.007524	0.272160	0.005936	1	2	-3.181240e-13
2989734	5.017889e-13	-31.0	179.0	15.0	65.1	0.006079	0.263520	0.004981	1	2	5.317890e-14
4544520	1.086670e-12	-22.0	427.0	15.0	79.9	0.006411	0.265820	0.005299	1	1	-1.180550e-13
3438059	1.122827e-12	-17.0	34.0	22.0	84.6	0.006665	0.266720	0.005458	1	2	-2.714500e-14
1034525	4.917163e-13	14.0	65.0	0.0	69.4	0.006177	0.263750	0.005062	1	2	1.839200e-15
4414669	6.219013e-13	-5.0	252.0	65.0	86.5	0.006752	0.268150	0.005441	-1	-1	-9.447090e-14

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
3394216	8.820319e-13	-5.0	132.0	21.0	89.6	0.006702	0.267080	0.005292	1	2	-2.216251e-13
1780238	2.042599e-13	-2.0	14.0	0.0	75.5	0.006147	0.265628	0.005064	-1	-1	9.425400e-15
3570132	1.873112e-13	3.0	37.0	23.0	72.9	0.006215	0.264100	0.005079	-1	-1	-8.847500e-15
2639318	6.676092e-13	-9.0	42.0	63.0	102.5	0.006938	0.270474	0.005624	-1	-1	1.624300e-14
3079452	2.409493e-12	-18.0	312.0	89.0	114.7	0.007891	0.273700	0.006217	1	2	-7.433400e-14
2797289	2.265046e-12	-55.0	697.0	54.0	102.0	0.007412	0.274610	0.005959	1	1	-2.068140e-13
3176176	6.779453e-13	-9.0	18.0	12.0	67.9	0.006081	0.263360	0.004962	-1	-1	-4.580640e-14
2523089	1.075160e-12	4.0	51.0	12.0	75.4	0.006326	0.266897	0.005166	-1	-1	2.428500e-14
2074486	1.473038e-12	-28.0	411.0	118.0	137.2	0.007677	0.275365	0.006092	1	2	-1.351930e-13
974935	1.382268e-12	3.0	214.0	37.0	77.9	0.006430	0.265650	0.005298	1	2	1.019720e-13

Most frequently occurring

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff	# duplicates
0	9.262667e-14	-4.0	29.0	0.0	70.2	0.006006	0.26391	0.005002	-1	-1	0.0	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring